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    <title>History on Programmer.ie: Modern AI programming</title>
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    <description>Recent content in History on Programmer.ie: Modern AI programming</description>
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    <lastBuildDate>Wed, 12 Aug 2026 18:28:00 +0100</lastBuildDate>
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      <title>15: The Crystal Gets a Past</title>
      <link>http://programmer.ie/books/digital-life/15-the-crystal-gets-a-past/</link>
      <pubDate>Tue, 11 Aug 2026 21:52:00 +0100</pubDate>
      <guid>http://programmer.ie/books/digital-life/15-the-crystal-gets-a-past/</guid>
      <description>&lt;p&gt;At the end of the last chapter, our Digital Crystal could tell us something about the world that formed it.&lt;/p&gt;&#xA;&lt;p&gt;But not enough.&lt;/p&gt;&#xA;&lt;p&gt;Different forcing processes produced different morphologies.&lt;/p&gt;&#xA;&lt;p&gt;We could hide the source and recover its family substantially better than chance.&lt;/p&gt;&#xA;&lt;p&gt;Then we asked a harder question:&lt;/p&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;What happened first?&lt;/p&gt;&lt;/blockquote&gt;&#xA;&lt;p&gt;We took exactly the same environmental values and rearranged them in time.&lt;/p&gt;&#xA;&lt;p&gt;Smooth.&lt;/p&gt;&#xA;&lt;p&gt;Bursting.&lt;/p&gt;&#xA;&lt;p&gt;Periodic.&lt;/p&gt;&#xA;&lt;p&gt;Alternating.&lt;/p&gt;&#xA;&lt;p&gt;Random.&lt;/p&gt;&#xA;&lt;p&gt;The final morphology could not reliably tell them apart.&lt;/p&gt;</description>
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    <item>
      <title>19: Can the Crystal Tell Two Pasts Apart?</title>
      <link>http://programmer.ie/books/digital-life/19-two-pasts/</link>
      <pubDate>Wed, 12 Aug 2026 18:28:00 +0100</pubDate>
      <guid>http://programmer.ie/books/digital-life/19-two-pasts/</guid>
      <description>&lt;p&gt;The crystal could carry a mark from its past.&lt;/p&gt;&#xA;&lt;p&gt;Chapter 18 established that much.&lt;/p&gt;&#xA;&lt;p&gt;A local event could change the material.&lt;/p&gt;&#xA;&lt;p&gt;The change could persist.&lt;/p&gt;&#xA;&lt;p&gt;It could propagate.&lt;/p&gt;&#xA;&lt;p&gt;And, while it remained in contact with the moving growth frontier, it could alter later construction.&lt;/p&gt;&#xA;&lt;p&gt;But that still left a much harder question.&lt;/p&gt;&#xA;&lt;p&gt;Not:&lt;/p&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;&lt;strong&gt;Did something happen before?&lt;/strong&gt;&lt;/p&gt;&lt;/blockquote&gt;&#xA;&lt;p&gt;But:&lt;/p&gt;&#xA;&lt;blockquote&gt;&#xA;&lt;p&gt;&lt;strong&gt;What happened before?&lt;/strong&gt;&lt;/p&gt;&lt;/blockquote&gt;&#xA;&lt;p&gt;That distinction sounds small.&lt;/p&gt;&#xA;&lt;p&gt;It is not.&lt;/p&gt;</description>
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